Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model

Detalhes bibliográficos
Autor(a) principal: Kern, Elisandra Lurdes [UNESP]
Data de Publicação: 2019
Outros Autores: Cobuci, Jaime Araujo, Neto, José Braccini, Dos Santos Daltro, Darlene
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1071/AN18069
http://hdl.handle.net/11449/188376
Resumo: The objective of the present work was to evaluate the effect of somatic cell score on the longevity of Holstein cows raised all over Brazil, using a piecewise Weibull proportional-hazard model. The following two longevity traits were defined: True longevity, number of days from first calving to culling and functional longevity, approximated by correcting true longevity to within-herd-year production. Records on productive life of 131 330 cows were used. The model included the time-independent effect of age at first calving. The other effects were time-dependent, and included the following: Region by year of calving, variation in herd-size class, milk-production class by year of calving within herd, within-herd milk-production class by number of lactations, within-herd fat content, within-herd protein content, and somatic cell score (SCS). The overall mean of the somatic cell counts (SCC) was 322 000 cells/mL. The highest SCC mean was found between 130 to 290 days of lactation. The SCC mean decreased over the years. Cows from Region 5 (Rio Grande do Sul) showed higher SCC means. The risk of culling was slightly higher for functional longevity than for true longevity. The impact of longevity was high in cows from first to fourth lactation with a high SCS, with the risk of culling varying from 0.90 (true longevity: Second lactation and Class 2) to 1.2 (functional longevity: Fourth lactation and Class 5). Cows at the fifth lactation with a lower SCS had a higher risk of culling (1.4). Including the effect of SCS class by stage of lactation in the models was not beneficial. The decrease in SCS, especially from the first to fourth lactation, can be used for indirect selection to improve the longevity of Holstein cows in Brazil.
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spelling Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard modelDairy cattleFunctional longevityRisk of cullingSurvival analysisThe objective of the present work was to evaluate the effect of somatic cell score on the longevity of Holstein cows raised all over Brazil, using a piecewise Weibull proportional-hazard model. The following two longevity traits were defined: True longevity, number of days from first calving to culling and functional longevity, approximated by correcting true longevity to within-herd-year production. Records on productive life of 131 330 cows were used. The model included the time-independent effect of age at first calving. The other effects were time-dependent, and included the following: Region by year of calving, variation in herd-size class, milk-production class by year of calving within herd, within-herd milk-production class by number of lactations, within-herd fat content, within-herd protein content, and somatic cell score (SCS). The overall mean of the somatic cell counts (SCC) was 322 000 cells/mL. The highest SCC mean was found between 130 to 290 days of lactation. The SCC mean decreased over the years. Cows from Region 5 (Rio Grande do Sul) showed higher SCC means. The risk of culling was slightly higher for functional longevity than for true longevity. The impact of longevity was high in cows from first to fourth lactation with a high SCS, with the risk of culling varying from 0.90 (true longevity: Second lactation and Class 2) to 1.2 (functional longevity: Fourth lactation and Class 5). Cows at the fifth lactation with a lower SCS had a higher risk of culling (1.4). Including the effect of SCS class by stage of lactation in the models was not beneficial. The decrease in SCS, especially from the first to fourth lactation, can be used for indirect selection to improve the longevity of Holstein cows in Brazil.Departamento de Ciências Exatas Faculdade de Ciências Agrárias e Veterinárias Universidade Estadual Paulista-FCAV/UNESP, Via de Acesso Professor Paulo Donato Castellane s/nUniversidade Federal do Rio Grande do Sul-UFRGS Departamento de Zootecnia, Avenida Bento Goncąlves,7712 AgronomiaDepartamento de Ciências Exatas Faculdade de Ciências Agrárias e Veterinárias Universidade Estadual Paulista-FCAV/UNESP, Via de Acesso Professor Paulo Donato Castellane s/nUniversidade Estadual Paulista (Unesp)Universidade Federal do Rio Grande do Sul-UFRGSKern, Elisandra Lurdes [UNESP]Cobuci, Jaime AraujoNeto, José BracciniDos Santos Daltro, Darlene2019-10-06T16:06:04Z2019-10-06T16:06:04Z2019-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1546-1552http://dx.doi.org/10.1071/AN18069Animal Production Science, v. 59, n. 8, p. 1546-1552, 2019.1836-57871836-0939http://hdl.handle.net/11449/18837610.1071/AN180692-s2.0-85056740093Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAnimal Production Scienceinfo:eu-repo/semantics/openAccess2021-10-23T12:24:10Zoai:repositorio.unesp.br:11449/188376Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T12:24:10Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
title Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
spellingShingle Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
Kern, Elisandra Lurdes [UNESP]
Dairy cattle
Functional longevity
Risk of culling
Survival analysis
title_short Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
title_full Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
title_fullStr Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
title_full_unstemmed Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
title_sort Relationship between somatic cell score and longevity of Holstein cows in Brazil using a piecewise Weibull proportional-hazard model
author Kern, Elisandra Lurdes [UNESP]
author_facet Kern, Elisandra Lurdes [UNESP]
Cobuci, Jaime Araujo
Neto, José Braccini
Dos Santos Daltro, Darlene
author_role author
author2 Cobuci, Jaime Araujo
Neto, José Braccini
Dos Santos Daltro, Darlene
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade Federal do Rio Grande do Sul-UFRGS
dc.contributor.author.fl_str_mv Kern, Elisandra Lurdes [UNESP]
Cobuci, Jaime Araujo
Neto, José Braccini
Dos Santos Daltro, Darlene
dc.subject.por.fl_str_mv Dairy cattle
Functional longevity
Risk of culling
Survival analysis
topic Dairy cattle
Functional longevity
Risk of culling
Survival analysis
description The objective of the present work was to evaluate the effect of somatic cell score on the longevity of Holstein cows raised all over Brazil, using a piecewise Weibull proportional-hazard model. The following two longevity traits were defined: True longevity, number of days from first calving to culling and functional longevity, approximated by correcting true longevity to within-herd-year production. Records on productive life of 131 330 cows were used. The model included the time-independent effect of age at first calving. The other effects were time-dependent, and included the following: Region by year of calving, variation in herd-size class, milk-production class by year of calving within herd, within-herd milk-production class by number of lactations, within-herd fat content, within-herd protein content, and somatic cell score (SCS). The overall mean of the somatic cell counts (SCC) was 322 000 cells/mL. The highest SCC mean was found between 130 to 290 days of lactation. The SCC mean decreased over the years. Cows from Region 5 (Rio Grande do Sul) showed higher SCC means. The risk of culling was slightly higher for functional longevity than for true longevity. The impact of longevity was high in cows from first to fourth lactation with a high SCS, with the risk of culling varying from 0.90 (true longevity: Second lactation and Class 2) to 1.2 (functional longevity: Fourth lactation and Class 5). Cows at the fifth lactation with a lower SCS had a higher risk of culling (1.4). Including the effect of SCS class by stage of lactation in the models was not beneficial. The decrease in SCS, especially from the first to fourth lactation, can be used for indirect selection to improve the longevity of Holstein cows in Brazil.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T16:06:04Z
2019-10-06T16:06:04Z
2019-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1071/AN18069
Animal Production Science, v. 59, n. 8, p. 1546-1552, 2019.
1836-5787
1836-0939
http://hdl.handle.net/11449/188376
10.1071/AN18069
2-s2.0-85056740093
url http://dx.doi.org/10.1071/AN18069
http://hdl.handle.net/11449/188376
identifier_str_mv Animal Production Science, v. 59, n. 8, p. 1546-1552, 2019.
1836-5787
1836-0939
10.1071/AN18069
2-s2.0-85056740093
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Animal Production Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1546-1552
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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